{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "66a7777e",
   "metadata": {},
   "source": [
    "# AWS S3 File\n",
    "\n",
    ">[Amazon Simple Storage Service (Amazon S3)](https://docs.aws.amazon.com/AmazonS3/latest/userguide/using-folders.html) is an object storage service.\n",
    "\n",
    ">[AWS S3 Buckets](https://docs.aws.amazon.com/AmazonS3/latest/userguide/UsingBucket.html)\n",
    "\n",
    "This covers how to load document objects from an `AWS S3 File` object."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "9ec8a3b3",
   "metadata": {},
   "outputs": [],
   "source": [
    "from langchain.document_loaders import S3FileLoader"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "43128d8d",
   "metadata": {},
   "outputs": [],
   "source": [
    "#!pip install boto3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "35d6809a",
   "metadata": {},
   "outputs": [],
   "source": [
    "loader = S3FileLoader(\"testing-hwc\", \"fake.docx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "efd6be84",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[Document(page_content='Lorem ipsum dolor sit amet.', lookup_str='', metadata={'source': 's3://testing-hwc/fake.docx'}, lookup_index=0)]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "loader.load()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "93689594",
   "metadata": {},
   "source": [
    "## Configuring the AWS Boto3 client\n",
    "You can configure the AWS [Boto3](https://boto3.amazonaws.com/v1/documentation/api/latest/index.html) client by passing\n",
    "named arguments when creating the S3DirectoryLoader.\n",
    "This is useful for instance when AWS credentials can't be set as environment variables.\n",
    "See the [list of parameters](https://boto3.amazonaws.com/v1/documentation/api/latest/reference/core/session.html#boto3.session.Session) that can be configured."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "loader = S3FileLoader(\n",
    "    \"testing-hwc\", \"fake.docx\", aws_access_key_id=\"xxxx\", aws_secret_access_key=\"yyyy\"\n",
    ")"
   ],
   "metadata": {},
   "id": "43106ee8"
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "outputs": [],
   "source": [
    "loader.load()"
   ],
   "metadata": {},
   "id": "1764a727"
  }
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